Pandas Profiling Report

Dataset statistics

Number of variables	36
Number of observations	9590
Missing cells	5069
Missing cells (%)	1.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.6 MiB
Average record size in memory	288.0 B

Variable types

Numeric	19
Categorical	17

Alerts

`when` has a high cardinality: 622 distinct values	High cardinality
`crystal_type` has a high cardinality: 206 distinct values	High cardinality
`expected_start` has a high cardinality: 9070 distinct values	High cardinality
`start_process` has a high cardinality: 9224 distinct values	High cardinality
`start_subprocess1` has a high cardinality: 9118 distinct values	High cardinality
`start_critical_subprocess1` has a high cardinality: 6294 distinct values	High cardinality
`predicted_process_end` has a high cardinality: 8963 distinct values	High cardinality
`process_end` has a high cardinality: 9219 distinct values	High cardinality
`subprocess1_end` has a high cardinality: 9113 distinct values	High cardinality
`reported_on_tower` has a high cardinality: 8883 distinct values	High cardinality
`opened` has a high cardinality: 8914 distinct values	High cardinality
`df_index` is highly correlated with `target`	High correlation
`expected_factor_x` is highly correlated with `expected_final_factor_x` and 3 other fields	High correlation
`previous_factor_x` is highly correlated with `first_factor_x` and 2 other fields	High correlation
`first_factor_x` is highly correlated with `previous_factor_x` and 3 other fields	High correlation
`expected_final_factor_x` is highly correlated with `expected_factor_x` and 2 other fields	High correlation
`final_factor_x` is highly correlated with `expected_factor_x` and 1 other fields	High correlation
`previous_adamantium` is highly correlated with `etherium_before_start` and 2 other fields	High correlation
`Unnamed_17` is highly correlated with `previous_factor_x` and 3 other fields	High correlation
`etherium_before_start` is highly correlated with `expected_factor_x` and 3 other fields	High correlation
`chemical_x` is highly correlated with `argon` and 2 other fields	High correlation
`argon` is highly correlated with `previous_factor_x` and 5 other fields	High correlation
`pure_seastone` is highly correlated with `previous_adamantium` and 4 other fields	High correlation
`crystal_supergroup` is highly correlated with `expected_factor_x` and 5 other fields	High correlation
`target` is highly correlated with `df_index`	High correlation
`place` is highly correlated with `groups`	High correlation
`raw_kryptonite` is highly correlated with `first_factor_x` and 1 other fields	High correlation
`Cycle` is highly correlated with `groups`	High correlation
`groups` is highly correlated with `place` and 2 other fields	High correlation
`start_subprocess1` has 113 (1.2%) missing values	Missing
`start_critical_subprocess1` has 3068 (32.0%) missing values	Missing
`predicted_process_end` has 267 (2.8%) missing values	Missing
`subprocess1_end` has 120 (1.3%) missing values	Missing
`reported_on_tower` has 203 (2.1%) missing values	Missing
`opened` has 203 (2.1%) missing values	Missing
`target` has 1045 (10.9%) missing values	Missing
`expected_start` is uniformly distributed	Uniform
`start_process` is uniformly distributed	Uniform
`start_subprocess1` is uniformly distributed	Uniform
`start_critical_subprocess1` is uniformly distributed	Uniform
`predicted_process_end` is uniformly distributed	Uniform
`process_end` is uniformly distributed	Uniform
`subprocess1_end` is uniformly distributed	Uniform
`reported_on_tower` is uniformly distributed	Uniform
`opened` is uniformly distributed	Uniform
`human_measure` has unique values	Unique
`crystal_weight` has unique values	Unique
`expected_factor_x` has unique values	Unique
`previous_factor_x` has unique values	Unique
`first_factor_x` has unique values	Unique
`expected_final_factor_x` has unique values	Unique
`final_factor_x` has unique values	Unique
`previous_adamantium` has unique values	Unique
`Unnamed_17` has unique values	Unique
`raw_kryptonite` has unique values	Unique
`argon` has unique values	Unique
`pure_seastone` has unique values	Unique
`groups` has 154 (1.6%) zeros	Zeros

Reproduction

Analysis started	2022-09-13 12:22:13.463107
Analysis finished	2022-09-13 12:23:15.146295
Duration	1 minute and 1.68 second
Software version	pandas-profiling v3.3.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	171
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.96173097

Minimum	0
Maximum	170
Zeros	75
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	31
median	63
Q3	96
95-th percentile	130
Maximum	170
Range	170
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	39.28355005
Coefficient of variation (CV)	0.604718339
Kurtosis	-0.99322646
Mean	64.96173097
Median Absolute Deviation (MAD)	32
Skewness	0.1683614486
Sum	622983
Variance	1543.197305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	76	0.8%
0	75	0.8%
54	75	0.8%
52	75	0.8%
51	75	0.8%
50	75	0.8%
49	75	0.8%
48	75	0.8%
47	75	0.8%
46	75	0.8%
Other values (161)	8839	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	75	0.8%
1	75	0.8%
2	75	0.8%
3	75	0.8%
4	75	0.8%
5	75	0.8%
6	75	0.8%
7	75	0.8%
8	75	0.8%
9	75	0.8%

Value	Count	Frequency (%)
170	1	< 0.1%
169	1	< 0.1%
168	1	< 0.1%
167	1	< 0.1%
166	2	< 0.1%
165	2	< 0.1%
164	2	< 0.1%
163	2	< 0.1%
162	2	< 0.1%
161	2	< 0.1%

when
Categorical

HIGH CARDINALITY

Distinct	622
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Memory size	75.0 KiB

7/20/2020	44
7/29/2020	40
7/30/2020	39
7/28/2020	37
7/14/2020	36
Other values (617)	9394

Length

Max length	10
Median length	9
Mean length	8.920959333
Min length	8

Characters and Unicode

Total characters	85552
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	0.1%

Sample

1st row	9/7/2020
2nd row	9/7/2020
3rd row	9/7/2020
4th row	9/7/2020
5th row	9/7/2020

Common Values

Value	Count	Frequency (%)
7/20/2020	44	0.5%
7/29/2020	40	0.4%
7/30/2020	39	0.4%
7/28/2020	37	0.4%
7/14/2020	36	0.4%
7/16/2020	36	0.4%
2/8/2020	33	0.3%
11/7/2020	32	0.3%
7/18/2020	32	0.3%
12/7/2020	31	0.3%
Other values (612)	9230	96.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7/20/2020	44	0.5%
7/29/2020	40	0.4%
7/30/2020	39	0.4%
7/28/2020	37	0.4%
7/14/2020	36	0.4%
7/16/2020	36	0.4%
2/8/2020	33	0.3%
11/7/2020	32	0.3%
7/18/2020	32	0.3%
6/8/2020	31	0.3%
Other values (612)	9230	96.2%

Most occurring characters

Value	Count	Frequency (%)
2	20726	24.2%
/	19180	22.4%
0	16025	18.7%
1	13309	15.6%
9	5369	6.3%
3	2216	2.6%
7	2204	2.6%
6	1906	2.2%
8	1719	2.0%
5	1480	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	66372	77.6%
Other Punctuation	19180	22.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	20726	31.2%
0	16025	24.1%
1	13309	20.1%
9	5369	8.1%
3	2216	3.3%
7	2204	3.3%
6	1906	2.9%
8	1719	2.6%
5	1480	2.2%
4	1418	2.1%

Other Punctuation

Value	Count	Frequency (%)
/	19180	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	85552	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	20726	24.2%
/	19180	22.4%
0	16025	18.7%
1	13309	15.6%
9	5369	6.3%
3	2216	2.6%
7	2204	2.6%
6	1906	2.2%
8	1719	2.0%
5	1480	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	85552	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	20726	24.2%
/	19180	22.4%
0	16025	18.7%
1	13309	15.6%
9	5369	6.3%
3	2216	2.6%
7	2204	2.6%
6	1906	2.2%
8	1719	2.0%
5	1480	1.7%

super_hero_group
Categorical

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.0 KiB

B	2344
D	2104
A	2049
C	2005
G	378
Other values (3)	710

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	9590
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	D
2nd row	D
3rd row	D
4th row	D
5th row	D

Common Values

Value	Count	Frequency (%)
B	2344	24.4%
D	2104	21.9%
A	2049	21.4%
C	2005	20.9%
G	378	3.9%
W	369	3.8%
Y	340	3.5%
₢	1	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
b	2344	24.4%
d	2104	21.9%
a	2049	21.4%
c	2005	20.9%
g	378	3.9%
w	369	3.8%
y	340	3.5%
₢	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
B	2344	24.4%
D	2104	21.9%
A	2049	21.4%
C	2005	20.9%
G	378	3.9%
W	369	3.8%
Y	340	3.5%
₢	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	9589	> 99.9%
Currency Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	2344	24.4%
D	2104	21.9%
A	2049	21.4%
C	2005	20.9%
G	378	3.9%
W	369	3.8%
Y	340	3.5%

Currency Symbol

Value	Count	Frequency (%)
₢	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9589	> 99.9%
Common	1	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	2344	24.4%
D	2104	21.9%
A	2049	21.4%
C	2005	20.9%
G	378	3.9%
W	369	3.8%
Y	340	3.5%

Common

Value	Count	Frequency (%)
₢	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9589	> 99.9%
Currency Symbols	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
B	2344	24.4%
D	2104	21.9%
A	2049	21.4%
C	2005	20.9%
G	378	3.9%
W	369	3.8%
Y	340	3.5%

Currency Symbols

Value	Count	Frequency (%)
₢	1	100.0%

tracking
Real number (ℝ_≥0)

Distinct	8985
Distinct (%)	93.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	286933.7414

Minimum	9921
Maximum	631531
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	9921
5-th percentile	18095.5
Q1	60233.5
median	119261
Q3	559466
95-th percentile	615573
Maximum	631531
Range	621610
Interquartile range (IQR)	499232.5

Descriptive statistics

Standard deviation	249810.6759
Coefficient of variation (CV)	0.8706214707
Kurtosis	-1.861505853
Mean	286933.7414
Median Absolute Deviation (MAD)	98785
Skewness	0.2444331688
Sum	2751694580
Variance	6.240537381 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
131101	4	< 0.1%
546421	4	< 0.1%
66601	4	< 0.1%
89481	4	< 0.1%
617421	3	< 0.1%
622191	3	< 0.1%
586821	3	< 0.1%
131091	3	< 0.1%
527731	3	< 0.1%
552171	3	< 0.1%
Other values (8975)	9556	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9921	1	< 0.1%
9941	1	< 0.1%
9961	1	< 0.1%
9981	1	< 0.1%
10001	1	< 0.1%
10011	1	< 0.1%
10081	1	< 0.1%
10101	1	< 0.1%
10121	1	< 0.1%
10151	1	< 0.1%

Value	Count	Frequency (%)
631531	1	< 0.1%
631491	1	< 0.1%
631471	1	< 0.1%
631431	1	< 0.1%
631411	1	< 0.1%
631331	1	< 0.1%
631311	1	< 0.1%
631211	1	< 0.1%
631201	1	< 0.1%
630881	2	< 0.1%

place
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.0 KiB

1	5044
2	4546

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	9590
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	5044	52.6%
2	4546	47.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	5044	52.6%
2	4546	47.4%

Most occurring characters

Value	Count	Frequency (%)
1	5044	52.6%
2	4546	47.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9590	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5044	52.6%
2	4546	47.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	9590	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5044	52.6%
2	4546	47.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9590	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5044	52.6%
2	4546	47.4%

tracking_times
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.0 KiB

1	9278
2	279
3	29
4	4

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	9590
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	9278	96.7%
2	279	2.9%
3	29	0.3%
4	4	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	9278	96.7%
2	279	2.9%
3	29	0.3%
4	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	9278	96.7%
2	279	2.9%
3	29	0.3%
4	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9590	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	9278	96.7%
2	279	2.9%
3	29	0.3%
4	4	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	9590	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	9278	96.7%
2	279	2.9%
3	29	0.3%
4	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9590	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	9278	96.7%
2	279	2.9%
3	29	0.3%
4	4	< 0.1%

crystal_type
Categorical

HIGH CARDINALITY

Distinct	206
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	75.0 KiB

group 67	534
group 5	479
group 203	472
group 196	440
group 35	401
Other values (201)	7264

Length

Max length	9
Median length	9
Mean length	8.388529718
Min length	7

Characters and Unicode

Total characters	80446
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.1%

Sample

1st row	group 27
2nd row	group 56
3rd row	group 56
4th row	group 56
5th row	group 27

Common Values

Value	Count	Frequency (%)
group 67	534	5.6%
group 5	479	5.0%
group 203	472	4.9%
group 196	440	4.6%
group 35	401	4.2%
group 184	306	3.2%
group 112	259	2.7%
group 197	243	2.5%
group 190	203	2.1%
group 70	195	2.0%
Other values (196)	6058	63.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
group	9590	50.0%
67	534	2.8%
5	479	2.5%
203	472	2.5%
196	440	2.3%
35	401	2.1%
184	306	1.6%
112	259	1.4%
197	243	1.3%
190	203	1.1%
Other values (197)	6253	32.6%

Most occurring characters

Value	Count	Frequency (%)
g	9590	11.9%
r	9590	11.9%
o	9590	11.9%
u	9590	11.9%
p	9590	11.9%
	9590	11.9%
1	5420	6.7%
2	2476	3.1%
0	2206	2.7%
6	1987	2.5%
Other values (6)	10817	13.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	47950	59.6%
Decimal Number	22906	28.5%
Space Separator	9590	11.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5420	23.7%
2	2476	10.8%
0	2206	9.6%
6	1987	8.7%
9	1980	8.6%
3	1972	8.6%
7	1970	8.6%
5	1822	8.0%
8	1565	6.8%
4	1508	6.6%

Lowercase Letter

Value	Count	Frequency (%)
g	9590	20.0%
r	9590	20.0%
o	9590	20.0%
u	9590	20.0%
p	9590	20.0%

Space Separator

Value	Count	Frequency (%)
	9590	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	47950	59.6%
Common	32496	40.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
	9590	29.5%
1	5420	16.7%
2	2476	7.6%
0	2206	6.8%
6	1987	6.1%
9	1980	6.1%
3	1972	6.1%
7	1970	6.1%
5	1822	5.6%
8	1565	4.8%

Latin

Value	Count	Frequency (%)
g	9590	20.0%
r	9590	20.0%
o	9590	20.0%
u	9590	20.0%
p	9590	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80446	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
g	9590	11.9%
r	9590	11.9%
o	9590	11.9%
u	9590	11.9%
p	9590	11.9%
	9590	11.9%
1	5420	6.7%
2	2476	3.1%
0	2206	2.7%
6	1987	2.5%
Other values (6)	10817	13.4%

Unnamed_7
Real number (ℝ_≥0)

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.29332638

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	7
median	11
Q3	16
95-th percentile	20
Maximum	20
Range	19
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.467924968
Coefficient of variation (CV)	0.484173111
Kurtosis	-0.8268711942
Mean	11.29332638
Median Absolute Deviation (MAD)	4
Skewness	-0.262181665
Sum	108303
Variance	29.89820345
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
13	675	7.0%
16	663	6.9%
2	632	6.6%
7	630	6.6%
11	626	6.5%
9	596	6.2%
6	591	6.2%
10	591	6.2%
1	585	6.1%
8	553	5.8%
Other values (7)	3448	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	585	6.1%
2	632	6.6%
6	591	6.2%
7	630	6.6%
8	553	5.8%
9	596	6.2%
10	591	6.2%
11	626	6.5%
12	537	5.6%
13	675	7.0%

Value	Count	Frequency (%)
20	548	5.7%
19	387	4.0%
18	540	5.6%
17	503	5.2%
16	663	6.9%
15	441	4.6%
14	492	5.1%
13	675	7.0%
12	537	5.6%
11	626	6.5%

human_behavior_report
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.0 KiB

3	4180
4	3584
2	976
1	850

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	9590
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	4
3rd row	4
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	4180	43.6%
4	3584	37.4%
2	976	10.2%
1	850	8.9%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
3	4180	43.6%
4	3584	37.4%
2	976	10.2%
1	850	8.9%

Most occurring characters

Value	Count	Frequency (%)
3	4180	43.6%
4	3584	37.4%
2	976	10.2%
1	850	8.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9590	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	4180	43.6%
4	3584	37.4%
2	976	10.2%
1	850	8.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	9590	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	4180	43.6%
4	3584	37.4%
2	976	10.2%
1	850	8.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9590	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	4180	43.6%
4	3584	37.4%
2	976	10.2%
1	850	8.9%

human_measure
Real number (ℝ)

UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	nan
Kurtosis	0.06957175341
Mean	0
Median Absolute Deviation (MAD)	0.476994291
Skewness	-8.345166235 × 10^-18
Sum	1.072475442 × 10^-13
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.046891897	1	< 0.1%
0.484213302	1	< 0.1%
-0.153980604	1	< 0.1%
-0.685596843	1	< 0.1%
-0.268316424	1	< 0.1%
-0.268713748	1	< 0.1%
0.562758195	1	< 0.1%
-0.512650796	1	< 0.1%
0.47653026	1	< 0.1%
-0.16042251	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

crystal_weight
Real number (ℝ)

UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.48184095 × 10^-18

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	4.779427701 × 10¹⁷
Kurtosis	0.06957175341
Mean	1.48184095 × 10^-18
Median Absolute Deviation (MAD)	0.476994291
Skewness	1.251774935 × 10^-17
Sum	6.383782392 × 10^-14
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.256040609	1	< 0.1%
0.403382564	1	< 0.1%
0.267522031	1	< 0.1%
0.033561494	1	< 0.1%
1.276108734	1	< 0.1%
0.205923418	1	< 0.1%
0.266727975	1	< 0.1%
-0.972700484	1	< 0.1%
-0.431102821	1	< 0.1%
-1.390634658	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

expected_factor_x
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.48184095 × 10^-18

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	-4.779427701 × 10¹⁷
Kurtosis	0.06957175341
Mean	-1.48184095 × 10^-18
Median Absolute Deviation (MAD)	0.476994291
Skewness	-8.345166235 × 10^-18
Sum	-2.087219286 × 10^-14
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.48351249	1	< 0.1%
0.648391416	1	< 0.1%
0.852109797	1	< 0.1%
-0.2446263	1	< 0.1%
-0.144341479	1	< 0.1%
0.808291798	1	< 0.1%
0.840757827	1	< 0.1%
0.552666889	1	< 0.1%
-0.092592715	1	< 0.1%
-0.626195121	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

previous_factor_x
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	nan
Kurtosis	0.06957175341
Mean	0
Median Absolute Deviation (MAD)	0.476994291
Skewness	-1.669033247 × 10^-17
Sum	-4.513056595 × 10^-14
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.111270541	1	< 0.1%
0.489367217	1	< 0.1%
-0.180212535	1	< 0.1%
-0.207852678	1	< 0.1%
0.211329259	1	< 0.1%
-0.28889247	1	< 0.1%
0.47955015	1	< 0.1%
0.274683877	1	< 0.1%
1.2640502	1	< 0.1%
1.003616181	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

first_factor_x
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-7.409204752 × 10^-19

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	-9.558855403 × 10¹⁷
Kurtosis	0.06957175341
Mean	-7.409204752 × 10^-19
Median Absolute Deviation (MAD)	0.476994291
Skewness	8.345166235 × 10^-18
Sum	2.664535259 × 10^-15
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.097069015	1	< 0.1%
0.317057186	1	< 0.1%
-0.833308651	1	< 0.1%
-0.093897912	1	< 0.1%
0.17410897	1	< 0.1%
-0.634721926	1	< 0.1%
0.200144762	1	< 0.1%
0.321765206	1	< 0.1%
1.442874351	1	< 0.1%
0.397307267	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

expected_final_factor_x
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.963681901 × 10^-18

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	-2.389713851 × 10¹⁷
Kurtosis	0.06957175341
Mean	-2.963681901 × 10^-18
Median Absolute Deviation (MAD)	0.476994291
Skewness	0
Sum	8.92341756 × 10^-14
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.039669496	1	< 0.1%
-0.269906229	1	< 0.1%
-0.385029121	1	< 0.1%
-0.446114524	1	< 0.1%
-0.309105895	1	< 0.1%
-0.103417148	1	< 0.1%
1.608231798	1	< 0.1%
0.739335842	1	< 0.1%
0.097442213	1	< 0.1%
-0.229959883	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

final_factor_x
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.48184095 × 10^-18

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	-4.779427701 × 10¹⁷
Kurtosis	0.06957175341
Mean	-1.48184095 × 10^-18
Median Absolute Deviation (MAD)	0.476994291
Skewness	0
Sum	3.025357742 × 10^-15
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.263158866	1	< 0.1%
-0.271895406	1	< 0.1%
-0.239530337	1	< 0.1%
-0.495728247	1	< 0.1%
-0.296141278	1	< 0.1%
-0.037633189	1	< 0.1%
1.566889212	1	< 0.1%
0.762068252	1	< 0.1%
0.265140871	1	< 0.1%
0.053192318	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

previous_adamantium
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.963681901 × 10^-18

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	-2.389713851 × 10¹⁷
Kurtosis	0.06957175341
Mean	-2.963681901 × 10^-18
Median Absolute Deviation (MAD)	0.476994291
Skewness	1.669033247 × 10^-17
Sum	-1.187938636 × 10^-14
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.139814793	1	< 0.1%
1.738013433	1	< 0.1%
0.726369044	1	< 0.1%
0.583813167	1	< 0.1%
1.508002848	1	< 0.1%
1.383044757	1	< 0.1%
0.313994306	1	< 0.1%
0.606466328	1	< 0.1%
0.170491136	1	< 0.1%
-0.275680793	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

Unnamed_17
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-7.409204752 × 10^-19

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	-9.558855403 × 10¹⁷
Kurtosis	0.06957175341
Mean	-7.409204752 × 10^-19
Median Absolute Deviation (MAD)	0.476994291
Skewness	8.345166235 × 10^-18
Sum	2.664535259 × 10^-15
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.097069015	1	< 0.1%
0.317057186	1	< 0.1%
-0.833308651	1	< 0.1%
-0.093897912	1	< 0.1%
0.17410897	1	< 0.1%
-0.634721926	1	< 0.1%
0.200144762	1	< 0.1%
0.321765206	1	< 0.1%
1.442874351	1	< 0.1%
0.397307267	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

etherium_before_start
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	2505
Distinct (%)	26.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	363.2777566

Minimum	0.875
Maximum	1148
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0.875
5-th percentile	206.7449997
Q1	326.2000122
median	326.2000122
Q3	326.2000122
95-th percentile	702.5
Maximum	1148
Range	1147.125
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	147.3337847
Coefficient of variation (CV)	0.4055678664
Kurtosis	4.141801853
Mean	363.2777566
Median Absolute Deviation (MAD)	0
Skewness	1.288952257
Sum	3483833.686
Variance	21707.2441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
326.2000122	6538	68.2%
421	5	0.1%
435.7000122	5	0.1%
671	4	< 0.1%
532.5999756	4	< 0.1%
750.7999878	4	< 0.1%
366.2000122	4	< 0.1%
350.7999878	4	< 0.1%
268.5	4	< 0.1%
334	4	< 0.1%
Other values (2495)	3014	31.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.875	1	< 0.1%
1.04499996	1	< 0.1%
1.31799996	1	< 0.1%
1.36699986	1	< 0.1%
1.36799991	1	< 0.1%
1.42799997	1	< 0.1%
1.46899998	1	< 0.1%
1.48899996	1	< 0.1%
1.49300003	1	< 0.1%
1.61500001	1	< 0.1%

Value	Count	Frequency (%)
1148	1	< 0.1%
1053	1	< 0.1%
1042	1	< 0.1%
1040	1	< 0.1%
1026	1	< 0.1%
1021	1	< 0.1%
1016	1	< 0.1%
1012	2	< 0.1%
1006	1	< 0.1%
1003	1	< 0.1%

expected_start
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	9070
Distinct (%)	95.0%
Missing	40
Missing (%)	0.4%
Memory size	75.0 KiB

10/3/2021 14:12	4
8/4/2020 17:47	4
7/28/2020 12:52	3
7/19/2020 22:29	3
2/8/2020 7:27	3
Other values (9065)	9533

Length

Max length	16
Median length	15
Mean length	14.50010471
Min length	13

Characters and Unicode

Total characters	138476
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8599 ?
Unique (%)	90.0%

Sample

1st row	9/7/2020 13:10
2nd row	9/7/2020 15:08
3rd row	9/7/2020 16:15
4th row	9/7/2020 18:22
5th row	9/7/2020 19:14

Common Values

Value	Count	Frequency (%)
10/3/2021 14:12	4	< 0.1%
8/4/2020 17:47	4	< 0.1%
7/28/2020 12:52	3	< 0.1%
7/19/2020 22:29	3	< 0.1%
2/8/2020 7:27	3	< 0.1%
7/28/2020 16:04	3	< 0.1%
6/3/2021 18:52	3	< 0.1%
11/14/2019 16:33	2	< 0.1%
12/5/2019 14:35	2	< 0.1%
2/5/2019 1:46	2	< 0.1%
Other values (9060)	9521	99.3%
(Missing)	40	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7/29/2020	40	0.2%
7/30/2020	40	0.2%
7/28/2020	37	0.2%
7/16/2020	36	0.2%
7/14/2020	36	0.2%
2/8/2020	33	0.2%
7/20/2020	33	0.2%
7/18/2020	32	0.2%
11/7/2020	32	0.2%
6/8/2020	31	0.2%
Other values (2047)	18750	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	26128	18.9%
1	20828	15.0%
0	19666	14.2%
/	19100	13.8%
	9550	6.9%
:	9550	6.9%
9	7051	5.1%
3	6003	4.3%
4	4808	3.5%
5	4785	3.5%
Other values (3)	11007	7.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100276	72.4%
Other Punctuation	28650	20.7%
Space Separator	9550	6.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	26128	26.1%
1	20828	20.8%
0	19666	19.6%
9	7051	7.0%
3	6003	6.0%
4	4808	4.8%
5	4785	4.8%
7	3973	4.0%
6	3604	3.6%
8	3430	3.4%

Other Punctuation

Value	Count	Frequency (%)
/	19100	66.7%
:	9550	33.3%

Space Separator

Value	Count	Frequency (%)
	9550	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	138476	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	26128	18.9%
1	20828	15.0%
0	19666	14.2%
/	19100	13.8%
	9550	6.9%
:	9550	6.9%
9	7051	5.1%
3	6003	4.3%
4	4808	3.5%
5	4785	3.5%
Other values (3)	11007	7.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	138476	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	26128	18.9%
1	20828	15.0%
0	19666	14.2%
/	19100	13.8%
	9550	6.9%
:	9550	6.9%
9	7051	5.1%
3	6003	4.3%
4	4808	3.5%
5	4785	3.5%
Other values (3)	11007	7.9%

start_process
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	9224
Distinct (%)	96.2%
Missing	0
Missing (%)	0.0%
Memory size	75.0 KiB

9/7/2020 13:08	2
4/8/2020 6:34	2
5/8/2020 6:31	2
5/8/2020 4:52	2
5/8/2020 3:02	2
Other values (9219)	9580

Length

Max length	16
Median length	15
Mean length	14.49989572
Min length	13

Characters and Unicode

Total characters	139054
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8858 ?
Unique (%)	92.4%

Sample

1st row	9/7/2020 13:08
2nd row	9/7/2020 15:11
3rd row	9/7/2020 16:16
4th row	9/7/2020 18:24
5th row	9/7/2020 19:12

Common Values

Value	Count	Frequency (%)
9/7/2020 13:08	2	< 0.1%
4/8/2020 6:34	2	< 0.1%
5/8/2020 6:31	2	< 0.1%
5/8/2020 4:52	2	< 0.1%
5/8/2020 3:02	2	< 0.1%
5/8/2020 1:21	2	< 0.1%
4/8/2020 19:44	2	< 0.1%
4/8/2020 17:58	2	< 0.1%
4/8/2020 16:19	2	< 0.1%
4/8/2020 10:29	2	< 0.1%
Other values (9214)	9570	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7/29/2020	40	0.2%
7/30/2020	39	0.2%
7/28/2020	37	0.2%
7/14/2020	36	0.2%
7/16/2020	36	0.2%
7/20/2020	34	0.2%
2/8/2020	33	0.2%
11/7/2020	32	0.2%
7/18/2020	32	0.2%
6/18/2019	31	0.2%
Other values (2051)	18830	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	26089	18.8%
1	21007	15.1%
0	19742	14.2%
/	19180	13.8%
	9590	6.9%
:	9590	6.9%
9	7148	5.1%
3	6047	4.3%
4	4847	3.5%
5	4824	3.5%
Other values (3)	10990	7.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100694	72.4%
Other Punctuation	28770	20.7%
Space Separator	9590	6.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	26089	25.9%
1	21007	20.9%
0	19742	19.6%
9	7148	7.1%
3	6047	6.0%
4	4847	4.8%
5	4824	4.8%
7	3856	3.8%
6	3652	3.6%
8	3482	3.5%

Other Punctuation

Value	Count	Frequency (%)
/	19180	66.7%
:	9590	33.3%

Space Separator

Value	Count	Frequency (%)
	9590	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	139054	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	26089	18.8%
1	21007	15.1%
0	19742	14.2%
/	19180	13.8%
	9590	6.9%
:	9590	6.9%
9	7148	5.1%
3	6047	4.3%
4	4847	3.5%
5	4824	3.5%
Other values (3)	10990	7.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	139054	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	26089	18.8%
1	21007	15.1%
0	19742	14.2%
/	19180	13.8%
	9590	6.9%
:	9590	6.9%
9	7148	5.1%
3	6047	4.3%
4	4847	3.5%
5	4824	3.5%
Other values (3)	10990	7.9%

start_subprocess1
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	9118
Distinct (%)	96.2%
Missing	113
Missing (%)	1.2%
Memory size	75.0 KiB

4/8/2020 1:26	2
5/8/2020 1:25	2
4/8/2020 19:53	2
4/8/2020 18:05	2
4/8/2020 16:27	2
Other values (9113)	9467

Length

Max length	16
Median length	15
Mean length	14.50005276
Min length	13

Characters and Unicode

Total characters	137417
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8759 ?
Unique (%)	92.4%

Sample

1st row	9/7/2020 13:11
2nd row	9/7/2020 15:16
3rd row	9/7/2020 16:20
4th row	9/7/2020 18:31
5th row	9/7/2020 19:16

Common Values

Value	Count	Frequency (%)
4/8/2020 1:26	2	< 0.1%
5/8/2020 1:25	2	< 0.1%
4/8/2020 19:53	2	< 0.1%
4/8/2020 18:05	2	< 0.1%
4/8/2020 16:27	2	< 0.1%
4/8/2020 10:32	2	< 0.1%
4/8/2020 8:35	2	< 0.1%
4/8/2020 6:36	2	< 0.1%
4/8/2020 4:59	2	< 0.1%
4/8/2020 3:25	2	< 0.1%
Other values (9108)	9457	98.6%
(Missing)	113	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7/29/2020	40	0.2%
7/30/2020	39	0.2%
7/28/2020	37	0.2%
7/14/2020	36	0.2%
7/16/2020	36	0.2%
7/20/2020	34	0.2%
11/7/2020	32	0.2%
7/18/2020	32	0.2%
2/8/2020	31	0.2%
6/8/2020	31	0.2%
Other values (2050)	18606	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	25705	18.7%
1	20704	15.1%
0	19471	14.2%
/	18954	13.8%
	9477	6.9%
:	9477	6.9%
9	7051	5.1%
3	5932	4.3%
4	4895	3.6%
5	4772	3.5%
Other values (3)	10979	8.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	99509	72.4%
Other Punctuation	28431	20.7%
Space Separator	9477	6.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25705	25.8%
1	20704	20.8%
0	19471	19.6%
9	7051	7.1%
3	5932	6.0%
4	4895	4.9%
5	4772	4.8%
7	3879	3.9%
6	3656	3.7%
8	3444	3.5%

Other Punctuation

Value	Count	Frequency (%)
/	18954	66.7%
:	9477	33.3%

Space Separator

Value	Count	Frequency (%)
	9477	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	137417	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	25705	18.7%
1	20704	15.1%
0	19471	14.2%
/	18954	13.8%
	9477	6.9%
:	9477	6.9%
9	7051	5.1%
3	5932	4.3%
4	4895	3.6%
5	4772	3.5%
Other values (3)	10979	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	137417	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	25705	18.7%
1	20704	15.1%
0	19471	14.2%
/	18954	13.8%
	9477	6.9%
:	9477	6.9%
9	7051	5.1%
3	5932	4.3%
4	4895	3.6%
5	4772	3.5%
Other values (3)	10979	8.0%

start_critical_subprocess1
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	6294
Distinct (%)	96.5%
Missing	3068
Missing (%)	32.0%
Memory size	75.0 KiB

9/7/2020 13:13	2
6/8/2020 16:32	2
4/8/2020 5:04	2
4/8/2020 6:41	2
4/8/2020 8:41	2
Other values (6289)	6512

Length

Max length	16
Median length	15
Mean length	14.45032199
Min length	13

Characters and Unicode

Total characters	94245
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6066 ?
Unique (%)	93.0%

Sample

1st row	9/7/2020 13:13
2nd row	9/7/2020 15:18
3rd row	9/7/2020 16:22
4th row	9/7/2020 18:33
5th row	9/7/2020 21:04

Common Values

Value	Count	Frequency (%)
9/7/2020 13:13	2	< 0.1%
6/8/2020 16:32	2	< 0.1%
4/8/2020 5:04	2	< 0.1%
4/8/2020 6:41	2	< 0.1%
4/8/2020 8:41	2	< 0.1%
4/8/2020 10:39	2	< 0.1%
4/8/2020 16:37	2	< 0.1%
4/8/2020 18:14	2	< 0.1%
4/8/2020 20:00	2	< 0.1%
5/8/2020 6:44	2	< 0.1%
Other values (6284)	6502	67.8%
(Missing)	3068	32.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7/20/2020	34	0.3%
7/28/2020	33	0.3%
5/10/2019	29	0.2%
6/14/2019	29	0.2%
7/13/2020	28	0.2%
4/8/2020	28	0.2%
6/16/2019	27	0.2%
6/23/2019	27	0.2%
8/6/2019	27	0.2%
7/16/2020	26	0.2%
Other values (2012)	12756	97.8%

Most occurring characters

Value	Count	Frequency (%)
2	17565	18.6%
1	13955	14.8%
0	13387	14.2%
/	13044	13.8%
	6522	6.9%
:	6522	6.9%
9	4724	5.0%
3	4095	4.3%
5	3339	3.5%
4	3275	3.5%
Other values (3)	7817	8.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68157	72.3%
Other Punctuation	19566	20.8%
Space Separator	6522	6.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	17565	25.8%
1	13955	20.5%
0	13387	19.6%
9	4724	6.9%
3	4095	6.0%
5	3339	4.9%
4	3275	4.8%
7	2781	4.1%
6	2625	3.9%
8	2411	3.5%

Other Punctuation

Value	Count	Frequency (%)
/	13044	66.7%
:	6522	33.3%

Space Separator

Value	Count	Frequency (%)
	6522	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	94245	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	17565	18.6%
1	13955	14.8%
0	13387	14.2%
/	13044	13.8%
	6522	6.9%
:	6522	6.9%
9	4724	5.0%
3	4095	4.3%
5	3339	3.5%
4	3275	3.5%
Other values (3)	7817	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94245	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	17565	18.6%
1	13955	14.8%
0	13387	14.2%
/	13044	13.8%
	6522	6.9%
:	6522	6.9%
9	4724	5.0%
3	4095	4.3%
5	3339	3.5%
4	3275	3.5%
Other values (3)	7817	8.3%

predicted_process_end
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	8963
Distinct (%)	96.1%
Missing	267
Missing (%)	2.8%
Memory size	75.0 KiB

10/3/2021 15:35	4
9/7/2020 13:41	2
4/8/2020 17:07	2
5/8/2020 11:05	2
5/8/2020 8:40	2
Other values (8958)	9311

Length

Max length	16
Median length	15
Mean length	14.4993028
Min length	13

Characters and Unicode

Total characters	135177
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8605 ?
Unique (%)	92.3%

Sample

1st row	9/7/2020 13:41
2nd row	9/7/2020 15:49
3rd row	9/7/2020 16:54
4th row	9/7/2020 19:02
5th row	9/7/2020 20:13

Common Values

Value	Count	Frequency (%)
10/3/2021 15:35	4	< 0.1%
9/7/2020 13:41	2	< 0.1%
4/8/2020 17:07	2	< 0.1%
5/8/2020 11:05	2	< 0.1%
5/8/2020 8:40	2	< 0.1%
5/8/2020 6:59	2	< 0.1%
5/8/2020 5:20	2	< 0.1%
5/8/2020 3:41	2	< 0.1%
5/8/2020 1:49	2	< 0.1%
4/8/2020 20:51	2	< 0.1%
Other values (8953)	9301	97.0%
(Missing)	267	2.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7/30/2020	41	0.2%
7/29/2020	39	0.2%
7/14/2020	36	0.2%
7/20/2020	35	0.2%
7/16/2020	35	0.2%
7/28/2020	34	0.2%
11/7/2020	32	0.2%
2/8/2020	31	0.2%
6/8/2020	31	0.2%
7/18/2020	31	0.2%
Other values (2048)	18301	98.1%

Most occurring characters

Value	Count	Frequency (%)
2	25352	18.8%
1	20353	15.1%
0	19485	14.4%
/	18646	13.8%
	9323	6.9%
:	9323	6.9%
9	6867	5.1%
3	5799	4.3%
5	4842	3.6%
4	4574	3.4%
Other values (3)	10613	7.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	97885	72.4%
Other Punctuation	27969	20.7%
Space Separator	9323	6.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25352	25.9%
1	20353	20.8%
0	19485	19.9%
9	6867	7.0%
3	5799	5.9%
5	4842	4.9%
4	4574	4.7%
7	3801	3.9%
6	3460	3.5%
8	3352	3.4%

Other Punctuation

Value	Count	Frequency (%)
/	18646	66.7%
:	9323	33.3%

Space Separator

Value	Count	Frequency (%)
	9323	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	135177	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	25352	18.8%
1	20353	15.1%
0	19485	14.4%
/	18646	13.8%
	9323	6.9%
:	9323	6.9%
9	6867	5.1%
3	5799	4.3%
5	4842	3.6%
4	4574	3.4%
Other values (3)	10613	7.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	135177	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	25352	18.8%
1	20353	15.1%
0	19485	14.4%
/	18646	13.8%
	9323	6.9%
:	9323	6.9%
9	6867	5.1%
3	5799	4.3%
5	4842	3.6%
4	4574	3.4%
Other values (3)	10613	7.9%

process_end
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	9219
Distinct (%)	96.2%
Missing	10
Missing (%)	0.1%
Memory size	75.0 KiB

9/7/2020 13:28	2
4/8/2020 7:11	2
5/8/2020 5:17	2
5/8/2020 3:23	2
5/8/2020 1:46	2
Other values (9214)	9570

Length

Max length	16
Median length	15
Mean length	14.50240084
Min length	13

Characters and Unicode

Total characters	138933
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8858 ?
Unique (%)	92.5%

Sample

1st row	9/7/2020 13:28
2nd row	9/7/2020 15:39
3rd row	9/7/2020 16:42
4th row	9/7/2020 18:47
5th row	9/7/2020 19:37

Common Values

Value	Count	Frequency (%)
9/7/2020 13:28	2	< 0.1%
4/8/2020 7:11	2	< 0.1%
5/8/2020 5:17	2	< 0.1%
5/8/2020 3:23	2	< 0.1%
5/8/2020 1:46	2	< 0.1%
4/8/2020 20:43	2	< 0.1%
4/8/2020 18:55	2	< 0.1%
4/8/2020 17:07	2	< 0.1%
4/8/2020 11:08	2	< 0.1%
4/8/2020 9:16	2	< 0.1%
Other values (9209)	9560	99.7%
(Missing)	10	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7/30/2020	41	0.2%
7/29/2020	38	0.2%
7/28/2020	38	0.2%
7/16/2020	36	0.2%
7/14/2020	36	0.2%
7/20/2020	35	0.2%
2/8/2020	33	0.2%
11/7/2020	32	0.2%
10/7/2020	31	0.2%
7/18/2020	31	0.2%
Other values (2052)	18809	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	26078	18.8%
1	20872	15.0%
0	19833	14.3%
/	19160	13.8%
	9580	6.9%
:	9580	6.9%
9	7105	5.1%
3	5999	4.3%
5	4910	3.5%
4	4712	3.4%
Other values (3)	11104	8.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100613	72.4%
Other Punctuation	28740	20.7%
Space Separator	9580	6.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	26078	25.9%
1	20872	20.7%
0	19833	19.7%
9	7105	7.1%
3	5999	6.0%
5	4910	4.9%
4	4712	4.7%
7	4031	4.0%
6	3586	3.6%
8	3487	3.5%

Other Punctuation

Value	Count	Frequency (%)
/	19160	66.7%
:	9580	33.3%

Space Separator

Value	Count	Frequency (%)
	9580	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	138933	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	26078	18.8%
1	20872	15.0%
0	19833	14.3%
/	19160	13.8%
	9580	6.9%
:	9580	6.9%
9	7105	5.1%
3	5999	4.3%
5	4910	3.5%
4	4712	3.4%
Other values (3)	11104	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	138933	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	26078	18.8%
1	20872	15.0%
0	19833	14.3%
/	19160	13.8%
	9580	6.9%
:	9580	6.9%
9	7105	5.1%
3	5999	4.3%
5	4910	3.5%
4	4712	3.4%
Other values (3)	11104	8.0%

subprocess1_end
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	9113
Distinct (%)	96.2%
Missing	120
Missing (%)	1.3%
Memory size	75.0 KiB

9/7/2020 13:27	2
4/8/2020 20:43	2
4/8/2020 17:05	2
4/8/2020 11:08	2
4/8/2020 9:15	2
Other values (9108)	9460

Length

Max length	16
Median length	15
Mean length	14.50168955
Min length	13

Characters and Unicode

Total characters	137331
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8756 ?
Unique (%)	92.5%

Sample

1st row	9/7/2020 13:27
2nd row	9/7/2020 15:38
3rd row	9/7/2020 16:41
4th row	9/7/2020 18:47
5th row	9/7/2020 19:37

Common Values

Value	Count	Frequency (%)
9/7/2020 13:27	2	< 0.1%
4/8/2020 20:43	2	< 0.1%
4/8/2020 17:05	2	< 0.1%
4/8/2020 11:08	2	< 0.1%
4/8/2020 9:15	2	< 0.1%
4/8/2020 7:08	2	< 0.1%
4/8/2020 5:32	2	< 0.1%
4/8/2020 3:52	2	< 0.1%
4/8/2020 2:22	2	< 0.1%
3/8/2020 21:51	2	< 0.1%
Other values (9103)	9450	98.5%
(Missing)	120	1.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7/30/2020	41	0.2%
7/28/2020	38	0.2%
7/29/2020	38	0.2%
7/14/2020	36	0.2%
7/16/2020	36	0.2%
7/20/2020	34	0.2%
11/7/2020	32	0.2%
7/18/2020	31	0.2%
6/8/2020	31	0.2%
2/8/2020	31	0.2%
Other values (2049)	18592	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	25878	18.8%
1	20644	15.0%
0	19491	14.2%
/	18940	13.8%
	9470	6.9%
:	9470	6.9%
9	6970	5.1%
3	5848	4.3%
5	4817	3.5%
4	4710	3.4%
Other values (3)	11093	8.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	99451	72.4%
Other Punctuation	28410	20.7%
Space Separator	9470	6.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25878	26.0%
1	20644	20.8%
0	19491	19.6%
9	6970	7.0%
3	5848	5.9%
5	4817	4.8%
4	4710	4.7%
7	4043	4.1%
6	3615	3.6%
8	3435	3.5%

Other Punctuation

Value	Count	Frequency (%)
/	18940	66.7%
:	9470	33.3%

Space Separator

Value	Count	Frequency (%)
	9470	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	137331	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	25878	18.8%
1	20644	15.0%
0	19491	14.2%
/	18940	13.8%
	9470	6.9%
:	9470	6.9%
9	6970	5.1%
3	5848	4.3%
5	4817	3.5%
4	4710	3.4%
Other values (3)	11093	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	137331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	25878	18.8%
1	20644	15.0%
0	19491	14.2%
/	18940	13.8%
	9470	6.9%
:	9470	6.9%
9	6970	5.1%
3	5848	4.3%
5	4817	3.5%
4	4710	3.4%
Other values (3)	11093	8.1%

reported_on_tower
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	8883
Distinct (%)	94.6%
Missing	203
Missing (%)	2.1%
Memory size	75.0 KiB

9/11/2019 23:57	4
10/1/2020 12:53	3
12/15/2019 0:20	3
6/4/2020 14:28	3
7/24/2020 19:13	3
Other values (8878)	9371

Length

Max length	16
Median length	15
Mean length	14.50143816
Min length	13

Characters and Unicode

Total characters	136125
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8396 ?
Unique (%)	89.4%

Sample

1st row	9/7/2020 13:37
2nd row	9/7/2020 15:53
3rd row	9/7/2020 16:54
4th row	9/7/2020 18:55
5th row	9/7/2020 19:47

Common Values

Value	Count	Frequency (%)
9/11/2019 23:57	4	< 0.1%
10/1/2020 12:53	3	< 0.1%
12/15/2019 0:20	3	< 0.1%
6/4/2020 14:28	3	< 0.1%
7/24/2020 19:13	3	< 0.1%
6/29/2019 23:17	3	< 0.1%
7/20/2020 0:29	3	< 0.1%
6/1/2021 10:16	3	< 0.1%
7/28/2020 17:28	3	< 0.1%
10/1/2020 11:46	3	< 0.1%
Other values (8873)	9356	97.6%
(Missing)	203	2.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7/30/2020	41	0.2%
7/28/2020	38	0.2%
7/29/2020	36	0.2%
7/14/2020	36	0.2%
7/16/2020	35	0.2%
7/20/2020	34	0.2%
11/7/2020	33	0.2%
7/18/2020	32	0.2%
1/8/2020	31	0.2%
2/8/2020	31	0.2%
Other values (2051)	18427	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	25561	18.8%
1	20536	15.1%
0	19308	14.2%
/	18774	13.8%
	9387	6.9%
:	9387	6.9%
9	6911	5.1%
3	5855	4.3%
5	4802	3.5%
4	4683	3.4%
Other values (3)	10921	8.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	98577	72.4%
Other Punctuation	28161	20.7%
Space Separator	9387	6.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25561	25.9%
1	20536	20.8%
0	19308	19.6%
9	6911	7.0%
3	5855	5.9%
5	4802	4.9%
4	4683	4.8%
7	3985	4.0%
6	3557	3.6%
8	3379	3.4%

Other Punctuation

Value	Count	Frequency (%)
/	18774	66.7%
:	9387	33.3%

Space Separator

Value	Count	Frequency (%)
	9387	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	136125	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	25561	18.8%
1	20536	15.1%
0	19308	14.2%
/	18774	13.8%
	9387	6.9%
:	9387	6.9%
9	6911	5.1%
3	5855	4.3%
5	4802	3.5%
4	4683	3.4%
Other values (3)	10921	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	136125	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	25561	18.8%
1	20536	15.1%
0	19308	14.2%
/	18774	13.8%
	9387	6.9%
:	9387	6.9%
9	6911	5.1%
3	5855	4.3%
5	4802	3.5%
4	4683	3.4%
Other values (3)	10921	8.0%

opened
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	8914
Distinct (%)	95.0%
Missing	203
Missing (%)	2.1%
Memory size	75.0 KiB

15/07/2020 17:39	3
19/03/2020 02:14	3
30/01/2021 10:49	3
29/06/2019 23:27	3
10/1/2020 13:04	3
Other values (8909)	9372

Length

Max length	16
Median length	16
Mean length	15.07254714
Min length	9

Characters and Unicode

Total characters	141486
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8456 ?
Unique (%)	90.1%

Sample

1st row	44021.58091
2nd row	44021.6737
3rd row	44021.70867
4th row	9/7/2020 19:02
5th row	9/7/2020 20:20

Common Values

Value	Count	Frequency (%)
15/07/2020 17:39	3	< 0.1%
19/03/2020 02:14	3	< 0.1%
30/01/2021 10:49	3	< 0.1%
29/06/2019 23:27	3	< 0.1%
10/1/2020 13:04	3	< 0.1%
6/4/2020 15:03	3	< 0.1%
24/07/2020 20:01	3	< 0.1%
9/8/2020 12:00	3	< 0.1%
6/1/2021 10:22	3	< 0.1%
10/1/2020 11:56	3	< 0.1%
Other values (8904)	9357	97.6%
(Missing)	203	2.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
30/07/2020	40	0.2%
14/07/2020	38	0.2%
28/07/2020	38	0.2%
29/07/2020	36	0.2%
16/07/2020	35	0.2%
11/7/2020	33	0.2%
20/07/2020	32	0.2%
10/7/2020	32	0.2%
2/8/2020	31	0.2%
6/8/2020	31	0.2%
Other values (2793)	18210	98.1%

Most occurring characters

Value	Count	Frequency (%)
0	25292	17.9%
2	25142	17.8%
1	20278	14.3%
/	18338	13.0%
	9169	6.5%
:	9169	6.5%
9	7018	5.0%
3	5941	4.2%
4	5000	3.5%
5	4810	3.4%
Other values (4)	11329	8.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	104592	73.9%
Other Punctuation	27725	19.6%
Space Separator	9169	6.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	25292	24.2%
2	25142	24.0%
1	20278	19.4%
9	7018	6.7%
3	5941	5.7%
4	5000	4.8%
5	4810	4.6%
7	3980	3.8%
6	3659	3.5%
8	3472	3.3%

Other Punctuation

Value	Count	Frequency (%)
/	18338	66.1%
:	9169	33.1%
.	218	0.8%

Space Separator

Value	Count	Frequency (%)
	9169	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	141486	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	25292	17.9%
2	25142	17.8%
1	20278	14.3%
/	18338	13.0%
	9169	6.5%
:	9169	6.5%
9	7018	5.0%
3	5941	4.2%
4	5000	3.5%
5	4810	3.4%
Other values (4)	11329	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	141486	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	25292	17.9%
2	25142	17.8%
1	20278	14.3%
/	18338	13.0%
	9169	6.5%
:	9169	6.5%
9	7018	5.0%
3	5941	4.2%
4	5000	3.5%
5	4810	3.4%
Other values (4)	11329	8.0%

chemical_x
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	2837
Distinct (%)	29.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.10466979

Minimum	0.45
Maximum	104.7666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0.45
5-th percentile	13.5575
Q1	20.4
median	27.88333333
Q3	37.39583333
95-th percentile	53.71666667
Maximum	104.7666667
Range	104.3166667
Interquartile range (IQR)	16.99583333

Descriptive statistics

Standard deviation	12.89495566
Coefficient of variation (CV)	0.4283373891
Kurtosis	1.518581834
Mean	30.10466979
Median Absolute Deviation (MAD)	8.3
Skewness	1.01406056
Sum	288703.7833
Variance	166.2798815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.88333333	122	1.3%
21	14	0.1%
19.81666667	14	0.1%
23.5	13	0.1%
17.11666667	13	0.1%
22.95	13	0.1%
34.18333333	13	0.1%
19	13	0.1%
15.25	12	0.1%
23.33333333	12	0.1%
Other values (2827)	9351	97.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.45	1	< 0.1%
1.28333333	1	< 0.1%
1.35	1	< 0.1%
1.56666667	1	< 0.1%
2.01666667	1	< 0.1%
2.13333333	1	< 0.1%
2.75	1	< 0.1%
2.9	1	< 0.1%
2.91666667	1	< 0.1%
2.95	1	< 0.1%

Value	Count	Frequency (%)
104.7666667	1	< 0.1%
104.3333333	1	< 0.1%
103.9	1	< 0.1%
101.8166667	1	< 0.1%
99.53333333	1	< 0.1%
98.18333333	1	< 0.1%
92.2	1	< 0.1%
91.98333333	1	< 0.1%
91.71666667	1	< 0.1%
91.18333333	1	< 0.1%

raw_kryptonite
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	nan
Kurtosis	0.06957175341
Mean	0
Median Absolute Deviation (MAD)	0.476994291
Skewness	4.172583118 × 10^-18
Sum	3.985700658 × 10^-14
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.938164371	1	< 0.1%
-0.198221529	1	< 0.1%
-0.198413786	1	< 0.1%
0.480946898	1	< 0.1%
0.64082962	1	< 0.1%
-0.639715582	1	< 0.1%
-0.751579897	1	< 0.1%
-0.759759635	1	< 0.1%
1.170624686	1	< 0.1%
-0.557950657	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

argon
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.927363802 × 10^-18

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	-1.194856925 × 10¹⁷
Kurtosis	0.06957175341
Mean	-5.927363802 × 10^-18
Median Absolute Deviation (MAD)	0.476994291
Skewness	6.676132988 × 10^-17
Sum	-9.958700531 × 10^-14
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-1.139063219	1	< 0.1%
0.787332402	1	< 0.1%
0.274683877	1	< 0.1%
0.150386308	1	< 0.1%
0.547912791	1	< 0.1%
0.538972218	1	< 0.1%
0.222178457	1	< 0.1%
0.128710607	1	< 0.1%
-1.139740265	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

pure_seastone
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	9590
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.963681901 × 10^-18

Minimum	-3.458910737
Maximum	3.458910737
Zeros	0
Zeros (%)	0.0%
Negative	4795
Negative (%)	50.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	-3.458910737
5-th percentile	-1.163087301
Q1	-0.4769362807
median	0
Q3	0.4769362807
95-th percentile	1.163087301
Maximum	3.458910737
Range	6.917821474
Interquartile range (IQR)	0.9538725615

Descriptive statistics

Standard deviation	0.7082351688
Coefficient of variation (CV)	2.389713851 × 10¹⁷
Kurtosis	0.06957175341
Mean	2.963681901 × 10^-18
Median Absolute Deviation (MAD)	0.476994291
Skewness	-1.669033247 × 10^-17
Sum	1.998401444 × 10^-15
Variance	0.5015970543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.94942559	1	< 0.1%
0.476994291	1	< 0.1%
0.945795871	1	< 0.1%
0.889187396	1	< 0.1%
0.570914487	1	< 0.1%
0.82961851	1	< 0.1%
0.824854844	1	< 0.1%
0.596645183	1	< 0.1%
-0.835533672	1	< 0.1%
-0.602205093	1	< 0.1%
Other values (9580)	9580	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.458910737	1	< 0.1%
-2.622235368	1	< 0.1%
-2.495374665	1	< 0.1%
-2.418457112	1	< 0.1%
-2.362557365	1	< 0.1%
-2.31839153	1	< 0.1%
-2.28175607	1	< 0.1%
-2.250379799	1	< 0.1%
-2.222892534	1	< 0.1%
-2.198402359	1	< 0.1%

Value	Count	Frequency (%)
3.458910737	1	< 0.1%
2.622235368	1	< 0.1%
2.495374665	1	< 0.1%
2.418457112	1	< 0.1%
2.362557365	1	< 0.1%
2.31839153	1	< 0.1%
2.28175607	1	< 0.1%
2.250379799	1	< 0.1%
2.222892534	1	< 0.1%
2.198402359	1	< 0.1%

crystal_supergroup
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.0 KiB

0	7553
1	2037

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	9590
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	7553	78.8%
1	2037	21.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	7553	78.8%
1	2037	21.2%

Most occurring characters

Value	Count	Frequency (%)
0	7553	78.8%
1	2037	21.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9590	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7553	78.8%
1	2037	21.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	9590	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7553	78.8%
1	2037	21.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9590	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7553	78.8%
1	2037	21.2%

Cycle
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.0 KiB

1ª	4977
2ª	4353
3ª	134
131	126

Length

Max length	3
Median length	2
Mean length	2.013138686
Min length	2

Characters and Unicode

Total characters	19306
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2ª
2nd row	2ª
3rd row	2ª
4th row	2ª
5th row	2ª

Common Values

Value	Count	Frequency (%)
1ª	4977	51.9%
2ª	4353	45.4%
3ª	134	1.4%
131	126	1.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1ª	4977	51.9%
2ª	4353	45.4%
3ª	134	1.4%
131	126	1.3%

Most occurring characters

Value	Count	Frequency (%)
ª	9464	49.0%
1	5229	27.1%
2	4353	22.5%
3	260	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9842	51.0%
Other Letter	9464	49.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5229	53.1%
2	4353	44.2%
3	260	2.6%

Other Letter

Value	Count	Frequency (%)
ª	9464	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9842	51.0%
Latin	9464	49.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5229	53.1%
2	4353	44.2%
3	260	2.6%

Latin

Value	Count	Frequency (%)
ª	9464	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9842	51.0%
None	9464	49.0%

Most frequent character per block

None

Value	Count	Frequency (%)
ª	9464	100.0%

ASCII

Value	Count	Frequency (%)
1	5229	53.1%
2	4353	44.2%
3	260	2.6%

groups
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	75
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.27841502

Minimum	0
Maximum	77
Zeros	154
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	18
median	37
Q3	56
95-th percentile	72
Maximum	77
Range	77
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	22.01164055
Coefficient of variation (CV)	0.5904661058
Kurtosis	-1.157097059
Mean	37.27841502
Median Absolute Deviation (MAD)	19
Skewness	0.0345285849
Sum	357500
Variance	484.5123195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	171	1.8%
63	167	1.7%
62	155	1.6%
48	155	1.6%
0	154	1.6%
61	152	1.6%
41	151	1.6%
12	149	1.6%
1	149	1.6%
75	149	1.6%
Other values (65)	8038	83.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	154	1.6%
1	149	1.6%
2	144	1.5%
3	81	0.8%
4	103	1.1%
5	114	1.2%
6	112	1.2%
7	128	1.3%
8	134	1.4%
9	133	1.4%

Value	Count	Frequency (%)
77	136	1.4%
75	149	1.6%
74	141	1.5%
72	135	1.4%
71	144	1.5%
70	132	1.4%
69	128	1.3%
67	109	1.1%
66	114	1.2%
65	91	0.9%

target
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	7110
Distinct (%)	83.2%
Missing	1045
Missing (%)	10.9%
Infinite	0
Infinite (%)	0.0%
Mean	93.0034415

Minimum	0
Maximum	265
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0
5-th percentile	9.683541323
Q1	45.20833333
median	89.80645161
Q3	135.8208955
95-th percentile	189.5427811
Maximum	265
Range	265
Interquartile range (IQR)	90.61256217

Descriptive statistics

Standard deviation	56.74600946
Coefficient of variation (CV)	0.6101495659
Kurtosis	-0.7323809909
Mean	93.0034415
Median Absolute Deviation (MAD)	45.19652253
Skewness	0.300147952
Sum	794714.4076
Variance	3220.10959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	12	0.1%
140	11	0.1%
113.3333333	9	0.1%
120	9	0.1%
56.66666667	8	0.1%
80	8	0.1%
170	8	0.1%
150	8	0.1%
85	8	0.1%
110	8	0.1%
Other values (7100)	8456	88.2%
(Missing)	1045	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1.044776119	1	< 0.1%
1.079136691	1	< 0.1%
1.096774194	1	< 0.1%
1.125827815	1	< 0.1%
1.140939597	1	< 0.1%
1.156462585	1	< 0.1%
1.19047619	1	< 0.1%
1.205673759	1	< 0.1%
1.228070175	1	< 0.1%

Value	Count	Frequency (%)
265	1	< 0.1%
263.037037	1	< 0.1%
261.0740741	1	< 0.1%
260	1	< 0.1%
259.1111111	1	< 0.1%
257.4757282	1	< 0.1%
257.1481481	1	< 0.1%
255.1851852	1	< 0.1%
254.9514563	1	< 0.1%
253.2222222	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	df_index	when	super_hero_group	tracking	place	tracking_times	crystal_type	Unnamed_7	human_behavior_report	human_measure	crystal_weight	expected_factor_x	previous_factor_x	first_factor_x	expected_final_factor_x	final_factor_x	previous_adamantium	Unnamed_17	etherium_before_start	expected_start	start_process	start_subprocess1	start_critical_subprocess1	predicted_process_end	process_end	subprocess1_end	reported_on_tower	opened	chemical_x	raw_kryptonite	argon	pure_seastone	Cycle	target
0	0	9/7/2020	D	84921	1	1	group 27	2	3	-0.046892	0.256041	-0.483512	0.111271	0.097069	-0.039669	-0.263159	0.139815	0.097069	3.076000	9/7/2020 13:10	9/7/2020 13:08	9/7/2020 13:11	9/7/2020 13:13	9/7/2020 13:41	9/7/2020 13:28	9/7/2020 13:27	9/7/2020 13:37	44021.58091	15.850000	-0.938164	-3.458911	-0.949426	2ª	0.000000
1	1	9/7/2020	D	84941	1	1	group 56	1	4	0.311548	0.693627	-0.780158	0.339913	0.021907	-0.607001	-0.576824	-0.419144	0.021907	326.200012	9/7/2020 15:08	9/7/2020 15:11	9/7/2020 15:16	9/7/2020 15:18	9/7/2020 15:49	9/7/2020 15:39	9/7/2020 15:38	9/7/2020 15:53	44021.6737	21.966667	0.856328	-0.007671	-0.618571	2ª	1.233766
2	2	9/7/2020	D	84951	1	1	group 56	2	4	0.863686	0.429101	-0.844895	0.648954	0.557194	-0.606199	-0.720132	-0.019134	0.557194	326.200012	9/7/2020 16:15	9/7/2020 16:16	9/7/2020 16:20	9/7/2020 16:22	9/7/2020 16:54	9/7/2020 16:42	9/7/2020 16:41	9/7/2020 16:54	44021.70867	21.166667	1.741829	-0.008595	-0.654892	2ª	2.467532
3	3	9/7/2020	D	84971	1	1	group 56	7	3	0.324843	-0.688264	-0.277277	-0.262169	-0.293117	-0.378400	-0.357028	0.047448	-0.293117	326.200012	9/7/2020 18:22	9/7/2020 18:24	9/7/2020 18:31	9/7/2020 18:33	9/7/2020 19:02	9/7/2020 18:47	9/7/2020 18:47	9/7/2020 18:55	9/7/2020 19:02	15.250000	-0.858255	-0.010074	0.088306	2ª	3.701299
4	4	9/7/2020	D	84981	1	1	group 27	17	3	0.325665	1.536116	-0.351788	-0.108464	0.192652	0.060610	0.557698	0.555179	0.192652	326.200012	9/7/2020 19:14	9/7/2020 19:12	9/7/2020 19:16	NaN	9/7/2020 20:13	9/7/2020 19:37	9/7/2020 19:37	9/7/2020 19:47	9/7/2020 20:20	20.566667	0.134729	-0.011923	0.420467	2ª	4.935065
5	5	9/7/2020	B	84991	1	1	group 56	12	3	0.494311	0.627016	0.127771	0.733613	0.912066	0.391477	0.482112	-0.184417	0.912066	326.200012	9/7/2020 20:59	9/7/2020 20:59	9/7/2020 21:03	9/7/2020 21:04	9/7/2020 21:37	9/7/2020 21:35	9/7/2020 21:35	9/7/2020 21:51	9/7/2020 22:09	32.016667	-0.722308	-0.012108	-0.495256	2ª	6.168831
6	6	9/7/2020	B	85001	1	1	group 56	1	4	-1.056474	0.760748	-0.561237	0.405777	0.273488	-0.588243	-0.528649	-0.127771	0.273488	326.200012	9/7/2020 21:58	9/7/2020 22:03	9/7/2020 22:12	9/7/2020 22:15	9/7/2020 22:41	9/7/2020 22:34	9/7/2020 22:33	9/7/2020 22:44	9/7/2020 23:03	21.033333	0.924957	-0.009705	-0.859414	2ª	7.402597
7	7	9/7/2020	B	85011	1	1	group 56	17	4	0.025421	1.778680	-0.889595	-0.583553	-0.149441	-0.532568	-0.480248	-0.053748	-0.149441	326.200012	9/7/2020 23:02	9/7/2020 23:02	9/7/2020 23:07	9/7/2020 23:13	9/7/2020 23:40	9/7/2020 23:24	9/7/2020 23:23	9/7/2020 23:34	10/7/2020 0:04	15.850000	0.512651	-0.006377	0.089052	2ª	8.636364
8	8	9/7/2020	B	85021	1	1	group 56	2	4	-0.646986	1.341668	-0.328339	0.183652	0.292916	-0.502605	-0.382031	0.127583	0.292916	326.200012	9/7/2020 23:51	9/7/2020 23:51	9/7/2020 23:54	9/7/2020 23:56	10/7/2020 0:33	10/7/2020 0:16	10/7/2020 0:16	10/7/2020 0:28	10/7/2020 1:07	21.833333	0.860189	-0.001201	0.089424	2ª	9.870130
9	9	10/7/2020	B	85031	1	1	group 56	7	3	-1.467448	0.942191	-0.160423	0.390185	0.747366	-0.309716	-0.003235	0.059868	0.747366	326.200012	10/7/2020 1:12	10/7/2020 1:09	10/7/2020 1:11	10/7/2020 1:13	10/7/2020 1:50	10/7/2020 1:31	10/7/2020 1:28	10/7/2020 1:41	10/7/2020 2:08	16.483333	0.918044	-0.001756	0.087748	2ª	11.103896

Last rows

	df_index	when	super_hero_group	tracking	place	tracking_times	crystal_type	Unnamed_7	human_behavior_report	human_measure	crystal_weight	expected_factor_x	previous_factor_x	first_factor_x	expected_final_factor_x	final_factor_x	previous_adamantium	Unnamed_17	etherium_before_start	expected_start	start_process	start_subprocess1	start_critical_subprocess1	predicted_process_end	process_end	subprocess1_end	reported_on_tower	opened	chemical_x	raw_kryptonite	argon	pure_seastone	crystal_supergroup	Cycle	groups	target
9580	62	9/11/2019	A	44351	2	2	group 197	11	4	0.092966	0.195147	0.933726	0.375630	0.926700	1.039838	0.897398	0.259399	0.926700	326.200012	9/11/2019 6:28	9/11/2019 6:32	9/11/2019 6:36	9/11/2019 6:38	9/11/2019 6:55	9/11/2019 7:08	9/11/2019 7:05	9/11/2019 7:21	9/11/2019 7:37	28.600000	-0.550912	-0.528405	-0.181549	1	2ª	64	112.835821
9581	63	9/11/2019	C	44371	2	1	group 197	14	3	-1.415789	0.521587	1.061010	0.600613	-0.279274	0.213843	0.272692	0.350533	-0.279274	667.099976	9/11/2019 8:09	9/11/2019 8:23	9/11/2019 8:26	9/11/2019 8:33	9/11/2019 9:09	9/11/2019 9:09	9/11/2019 9:08	9/11/2019 9:20	9/11/2019 9:31	42.666667	-0.826317	0.356398	0.476066	1	2ª	64	114.626866
9582	64	9/11/2019	C	546351	2	1	group 197	17	3	1.174279	0.663742	0.922787	-0.097442	-0.322175	0.372866	0.221208	0.395361	-0.322175	682.299988	9/11/2019 9:15	9/11/2019 9:22	9/11/2019 9:27	9/11/2019 9:42	9/11/2019 10:08	9/11/2019 10:08	9/11/2019 10:04	9/11/2019 10:22	9/11/2019 10:28	37.683333	-1.018515	0.418924	0.575021	1	2ª	64	116.417910
9583	65	9/11/2019	C	546361	2	1	group 197	16	4	-0.496674	0.226455	-0.111645	-0.348654	0.078627	-0.097256	0.189585	0.530852	0.078627	404.200012	9/11/2019 10:52	9/11/2019 10:48	9/11/2019 10:53	9/11/2019 10:59	9/11/2019 11:27	9/11/2019 11:26	9/11/2019 11:23	9/11/2019 11:34	9/11/2019 11:38	29.466667	0.548162	-0.528649	0.147174	1	2ª	64	118.208955
9584	66	9/11/2019	C	546371	2	1	group 5	14	4	-0.589550	0.227817	-0.066549	-0.214424	0.291305	1.975294	-0.098562	0.271497	0.291305	630.799988	NaN	9/11/2019 11:44	9/11/2019 11:48	9/11/2019 11:56	9/11/2019 14:33	9/11/2019 12:48	9/11/2019 12:46	9/11/2019 15:04	9/11/2019 15:22	57.600000	1.046976	0.409925	0.344693	0	2ª	64	120.000000
9585	67	9/11/2019	C	546381	2	1	group 197	11	4	-0.716725	1.132349	0.899885	-0.373291	-0.668351	1.066166	-0.347610	-0.535272	-0.668351	326.200012	9/11/2019 14:30	9/11/2019 14:41	9/11/2019 14:54	NaN	9/11/2019 15:27	9/11/2019 15:13	9/11/2019 15:08	9/11/2019 16:56	9/11/2019 17:36	14.466667	0.134541	-0.528894	-0.094084	1	2ª	64	121.791045
9586	68	9/11/2019	C	546411	2	1	group 197	17	3	-0.236792	2.222893	0.838887	-1.084375	-1.207081	0.002865	-0.572965	0.337218	-1.207081	532.599976	9/11/2019 19:33	9/11/2019 19:34	9/11/2019 19:38	NaN	9/11/2019 20:09	9/11/2019 20:12	9/11/2019 20:09	9/11/2019 20:18	9/11/2019 20:23	30.800000	0.134917	0.896159	0.890820	1	2ª	64	123.582090
9587	69	9/11/2019	A	546421	2	1	group 197	16	3	-0.524990	0.013772	0.581477	-0.818320	-1.310561	0.066549	1.086176	0.600348	-1.310561	377.000000	9/11/2019 21:25	9/11/2019 21:31	9/11/2019 21:36	NaN	NaN	9/11/2019 22:17	9/11/2019 22:15	9/11/2019 23:57	10/11/2019 0:02	38.983333	0.135106	1.890381	0.993595	1	2ª	64	125.373134
9588	70	9/11/2019	A	546421	2	2	group 204	16	3	-0.630035	0.220043	0.575793	-0.792507	-0.103978	0.800876	0.746720	0.605666	-0.103978	326.200012	9/11/2019 22:37	9/11/2019 22:38	9/11/2019 22:42	NaN	9/11/2019 23:20	9/11/2019 23:23	9/11/2019 23:22	9/11/2019 23:57	10/11/2019 0:02	39.383333	-0.249538	-0.763722	0.692730	0	2ª	64	127.164179
9589	71	9/11/2019	A	44471	2	1	group 204	2	3	-0.448824	0.552165	2.075248	0.410362	-1.009215	-0.210363	-0.235033	0.442062	-1.009215	587.000000	9/11/2019 23:37	9/11/2019 23:33	9/11/2019 23:37	NaN	10/11/2019 0:25	10/11/2019 0:28	10/11/2019 0:27	10/11/2019 0:38	10/11/2019 0:48	50.583333	0.745108	0.983284	1.333921	0	2ª	64	128.955224

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Currency Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Currency Symbols

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts